Real ChatGPT answer · index seedbJ3tjOFebWEcompleteHome services and improvement · plumbinghowto

What are the code requirements and best practices for installing heat tape on exposed copper supply lines running along an exterior garage wall?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the code requirements and best practices for installing heat tape on exposed copper supply lines running along an exterior garage wall?
3 real searches · 1 real-search pass
Maryland electrical code adopted 2026 NEC edition Prince George's County electrical code heat trace pipe heating cableGoogle ↗
OBSERVEDConsequence
NEC Article 427 heat tracing copper water pipe installation GFCI 427.22 manufacturer instructionsGoogle ↗
OBSERVEDInstruction
Prince George's County Maryland electrical code adopted edition permits electrical code 2026Google ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigationalComparisonConsequence33%ReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Maryland electrical code adopted 2026 NEC edition Prince George's County electrical code heat trace pipe heating cable Google ↗
NEC Article 427 heat tracing copper water pipe installation GFCI 427.22 manufacturer instructions Google ↗
Prince George's County Maryland electrical code adopted edition permits electrical code 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Maryland electrical code adopted 2026 NEC edition Prince George's County electrical code heat trace pipe heating cable
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NEC Article 427 heat tracing copper water pipe installation GFCI 427.22 manufacturer instructions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Prince George's County Maryland electrical code adopted edition permits electrical code 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1